1) Sentiment Analysis and Subjectivity : Book Chapter Handbook of NLP 2010 2) Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews: Turney 2002
3) Sentiment Analyzer: Extracting sentiments about a given topic using Natural Language Processing Techniques: Nasukawa 2003 4) Mining and Sumarizing customer Reviews: Bing Liu 2004 5) Extracting Product Features and Opinions from reviews : Etzioni 2005 6) A holistic Lexicon based Approach to Opinion Mining: Bing Liu 2008 7) Expanding domain sentiment lexicon through double propagation: Bing Liu 2009 8) Working on Sentiment Analysis on Twitter with Portuguese language (article) 2009 9) Sentiment Analysis of Movie Review Comments: Kuat 2009 10) Ontology based combined approach for sentiment classification Khin Phyu 2008
Currently Reading:
1) Mining Opinions from the web: Beyond Relevance retrieval : Lun Wei 2007 2) Hidden Sentiment Association in Chinese Web Opinion Mining 2008 3) Structured Models for fine-to-coarse sentiment analysis :Donald 2008 4) Recognizing Contextual Polarity: An exploration for Features for phrase level sentiment analysis: Theresa Wilson 2009 5) Sentiment Analysis in Multiple Languages: Feature selection for opinion classification in web forums: Ahmed Abbasi 2008 6) Topic-wise, Sentiment-wise or otherwise? Identifying the hidden dimensions for unsupervised text classification Dasgupta 2009
Semester Plan
Reading Material:
Papers Read:
1) Sentiment Analysis and Subjectivity : Book Chapter Handbook of NLP 2010
2) Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews: Turney 2002
3) Sentiment Analyzer: Extracting sentiments about a given topic using Natural Language Processing Techniques: Nasukawa 2003
4) Mining and Sumarizing customer Reviews: Bing Liu 2004
5) Extracting Product Features and Opinions from reviews : Etzioni 2005
6) A holistic Lexicon based Approach to Opinion Mining: Bing Liu 2008
7) Expanding domain sentiment lexicon through double propagation: Bing Liu 2009
8) Working on Sentiment Analysis on Twitter with Portuguese language (article) 2009
9) Sentiment Analysis of Movie Review Comments: Kuat 2009
10) Ontology based combined approach for sentiment classification Khin Phyu 2008
Currently Reading:
1) Mining Opinions from the web: Beyond Relevance retrieval : Lun Wei 2007
2) Hidden Sentiment Association in Chinese Web Opinion Mining 2008
3) Structured Models for fine-to-coarse sentiment analysis :Donald 2008
4) Recognizing Contextual Polarity: An exploration for Features for phrase level sentiment analysis: Theresa Wilson 2009
5) Sentiment Analysis in Multiple Languages: Feature selection for opinion classification in web forums: Ahmed Abbasi 2008
6) Topic-wise, Sentiment-wise or otherwise? Identifying the hidden dimensions for unsupervised text classification Dasgupta 2009
Tools Explored:
1) Downloaded Wordnet.net project and tested it http://wordnet.princeton.edu/ http://code.google.com/p/wordnetdotnet/source/browse/
2) Downloaded Python and used started Natural Language Processing Toolkit http://www.python.org/download/
3) Downloaded Brill Tagger for Part-of-Speech Tagging http://www.cst.dk/online/pos_tagger/uk/index.html